Care?

This essay digs deep into the Naïve Bayes Classifier and Bayes’ Theorem as a technique of big data mining. It introduces an innovative way of applying these formulae to create a predictive model of quickly determining correct drug prescriptions for large-scale epidemics. It further evaluates the accuracy of the method through a mock-simulation, and provides practical computational techniques allowing its execution on a grand scale. Finally, the essay looks at room for enhancement by potentially utilising other mathematical concepts for a greater range of results, adding relevant attributes in the big data collected, and envisioning its future prospects for sustainabili...